EARNING MANAGEMENT AND FINANCIAL PERFORMANCE

This study investigates the relationship between earnings management practices and the financial performance of organizations. Earnings management, often employed by firms to meet financial targets, can distort the true economic performance presented in financial statements. This research utilizes financial ratio analysis and, where applicable, machine learning models to detect patterns of earnings manipulation and assess their impact on profitability, liquidity, and overall financial health. The study finds that aggressive earnings management may temporarily enhance reported performance but often correlates with weaker long-term fundamentals. Analytical tools and predictive models contribute to a more accurate assessment of financial integrity and organizational sustainability.Earnings management refers to the deliberate manipulation of financial statements by company management to achieve certain financial outcomes or to meet specific targets. This practice can involve altering accounting policies, deferring expenses, accelerating revenues, or using other legal yet ethically questionable accounting techniques. While not always illegal, earnings management can distort the true financial position of a company and mislead investors, regulators, and other stakeholders.The financial performance of a firm is a critical indicator of its health, stability, and potential for future growth. It is typically evaluated using metrics such as profitability, return on assets, return on equity, and earnings per share. When earnings are managed, these financial performance indicators may not accurately reflect the company’s actual performance, potentially leading to poor decision-making by stakeholders.The relationship between earnings management and financial performance is a significant area of study in finance and accounting. While some argue that earnings management helps companies present smoother earnings and reduce perceived volatility, others highlight the long-term risks, including reduced investor confidence and regulatory scrutiny.